{"id":"W4298182326","doi":"10.1007/s10869-022-09847-7","title":"The Role of Time, Skill Emphasis, and Verifiability in Job Applicants’ Self-Reported Skill and Experience","year":2022,"lang":"en","type":"article","venue":"Journal of Business and Psychology","topic":"Employer Branding and e-HRM","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University; University of Calgary; University of Saskatchewan","funders":"","keywords":"Industrial and organizational psychology; Psychology; Emphasis (telecommunications); Applied psychology; Social psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008658289,0.0001083674,0.0002791712,0.0001606915,0.0002328935,0.00006238163,0.0001472016,0.00004354375,0.00004644422],"category_scores_gemma":[0.00007380435,0.00007893852,0.00002831674,0.0003952405,0.0001596164,0.0002549759,0.0001339017,0.0001761327,6.511109e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001008737,"about_ca_system_score_gemma":0.00001627297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002033379,"about_ca_topic_score_gemma":0.00002375337,"domain_scores_codex":[0.9990017,0.00003334427,0.000456785,0.0001824901,0.0001566834,0.0001690371],"domain_scores_gemma":[0.9991817,0.00008740665,0.0004351984,0.0001484051,0.0001295107,0.000017756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004994411,0.0002890361,0.9627412,0.00007283827,0.00007302964,0.00003964187,0.001080142,0.00002365074,0.001927293,0.0005483772,0.0008392293,0.0318661],"study_design_scores_gemma":[0.001267501,0.00004637261,0.939701,0.00002114403,0.00004334777,0.000268365,0.0009783457,0.0001954735,0.00001417253,0.003665207,0.05367567,0.0001234483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959983,0.001622816,0.00002087446,0.0009074696,0.0002260275,0.00009361496,0.000001517463,0.000008533046,0.001120836],"genre_scores_gemma":[0.9987636,0.000625122,0.00005086905,0.0003811153,0.0001362133,0.000009660581,9.901206e-7,0.000009687629,0.00002278035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05283644,"threshold_uncertainty_score":0.3219019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044565562072239,"score_gpt":0.2568110876574142,"score_spread":0.2463654320366918,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}